Abstract: A system for controlling sensor fusion can include a processor and a memory. The memory can store a sensor data adjustment module, a sensor fusion module, and a communications module. The sensor data adjustment module can include instructions that, when executed by the processor, cause the processor to: (1) calculate reliability scores for sensors and (2) multiply values of data, produced by the sensors, by the reliability scores to produce a scored input value. The sensor fusion module can include instructions that, when executed by the processor, cause the processor to cause the scored input value to be processed by a reservoir computing network in a manner that realizes the sensor fusion. The communications module can include instructions that, when executed by the processor, cause one or more readout values, based on the sensor fusion, to be communicated to an automated vehicle technology system to control movement of a vehicle.

Abstract: Systems, methods, and other embodiments described herein relate to managing a handover of artificial intelligence (AI) content generation to an edge server. In one embodiment, a method includes receiving a request to hand over AI content generation to a second edge server. The AI content is based on generative AI input data from a vehicle AI agent. The method also includes extracting context data for a handover. The context data indicates a vehicle state, a second edge server state, and a vehicle-server connection state. The method also includes predicting a handover time of the generative AI input data based on the context data. The method also includes distributing the generative AI input data based on a predicted handover time and presenting the AI content through the vehicle AI agent.

Abstract: The invention provides a fan including a head assembly, a support assembly, and a bracket assembly. The support assembly is capable of driving the bracket assembly to rotate around a first axis. The head assembly includes a housing part, an air outlet and a first air inlet are disposed at two ends of the housing part, and a second air inlet is disposed on a side wall of the housing part. The bracket assembly includes a connecting wall and two hinge parts, the support assembly is connected to the bracket assembly via the connecting wall, and the two hinge parts are respectively hinged to two ends of the housing part , such that the bracket assembly is capable of driving the housing part to rotate around a second axis. The connecting wall includes a third air inlet, which can be disposed opposite to the second air inlet.

Abstract: In an object control method, a set of past motion parameters representing a past motion performed by a controlled object and a set of control parameters representing a motion expectation and a movement trajectory prediction for the controlled object are obtained. In the method, a set of noisy motion parameters is generated based on sampling a Gaussian noise. In the method, a set of expected motion parameters for a current motion prediction round is generated through a motion diffusion model based on the set of noisy motion parameters, the set of past motion parameters, and the set of control parameters. In the method, a current motion of the controlled object is controlled based on the set of expected motion parameters for the current motion prediction round. Apparatus and non-transitory computer-readable storage medium counterpart aspects are also contemplated.

Abstract: A compound for treating diseases related to cerebral ischemic injury. The structure of the compound is as represented by formula (II) below. The compound exhibits higher bioavailability and higher distribution concentrations in rat plasma and brain tissues, and shows a good efficacy in the treatment of ischemic brain injury.

Abstract: The present disclosure provides an engine oil cooling structure of an engine. In the engine oil cooling structure of an engine, the engine includes a crankcase, the crankcase is provided with an oil filter mounting chamber having a cylindrical shape, the cooling structure includes a water channel, a water inlet of the water channel communicates with a water pump, the crankcase is further provided with a main oil channel, the crankcase is further provided with a heat conducting thin wall, an inner cavity of the heat conducting thin wall form the oil filter mounting chamber, the oil filter mounting chamber communicates with the main oil channel, the water channel is arranged around an outer side wall of the heat conducting thin wall, and a water outlet of the water channel communicates with a cooling water channel arranged in the same direction as and adjacent to the main oil channel.

Abstract: The present disclosure provides a ventilation structure for a crankcase, and belongs to the technical field of engines. In the ventilation structure for a crankcase, the crankcase includes a crankshaft chamber and a ventilation chamber, the ventilation structure includes a one-way valve plate enabling only gas in the crankshaft chamber to flow into the ventilation chamber, an inner side wall of the ventilation chamber is provided with a backflow groove, an inner cavity of the backflow groove communicates with the crankshaft chamber, the one-way valve plate is disposed in an up-down direction and can close an opening of the backflow groove, an upper end of the one-way valve plate is a free end, and a lower end of the one-way valve plate is fixedly connected to an open end face of the backflow groove.

Abstract: A pile yarn, preparation method and application thereof are provided. The method includes: in the process of uniform motion of multifilaments, using the high-pressure airflow to feed short fibers into the fiber transfer channel of multifilaments to prepare the pile yarn; the number of monofilaments in the multifilament is 30-50; the pressure of the high-pressure airflow is 1-2 MPa; the included angle of 85-90° is formed between the feeding direction of the short fibers and the transferring direction of the multifilaments; the average length of short fibers exposed from the outermost monofilament surface of the multifilament in the prepared pile yarn is 3-5 mm. The application includes: using the pile yarn as all or part of the raw material, processing according to the general processing technology to prepare the pile fabric; the general processing technology is a technology which does not contain an electrostatic flocking or pile cutting procedure.

Abstract: A shoe box lamp includes a first shell provided with a plurality of installation positions; a second shell detachably connected to one side of the first shell; a light source fixedly installed between the first shell and the second shell; and a lens provided on one side of the light source close to the second shell. The lens is configured to be adjusted between the plurality of installation positions; and when the lens is in different installation positions, light from the light source is configured to emit different light spots through the lens.

Abstract: Among other things, techniques for detecting objects in the environment surrounding a vehicle are described. A computer system is configured to receive a set of measurements from a sensor of a vehicle. The set of measurements includes a plurality of data points that represent a plurality of objects in a 3D space surrounding the vehicle. The system divides the 3D space into a plurality of pillars. The system then assigns each data point of the plurality of data points to a pillar in the plurality of pillars. The system generates a pseudo-image based on the plurality of pillars. The pseudo-image includes, for each pillar of the plurality of pillars, a corresponding feature representation of data points assigned to the pillar. The system detects the plurality of objects based on an analysis of the pseudo-image. The system then operates the vehicle based upon the detecting of the objects.

Abstract: A compound of the formula: or a pharmaceutically acceptable salt thereof, and methods of using this compound for treating type II diabetes mellitus.

Abstract: This application provides a displacement detection method for anode composite strip. The anode composite strip includes an anode plate and a separator attached to a surface of the anode plate, where the anode plate includes positioning holes. The displacement detection method includes: step S1000: obtaining an image of a portion of the anode composite strip including the positioning holes; and step S2000: calculating a displacement characteristic quantity based on the image, where the displacement characteristic quantity includes any one or any combination of a width direction displacement, a strip movement direction displacement, and a displacement angle.

Abstract: A testing system includes: an industrial-personal-computer pool, at least one I/O control module, and an I/O pool. The industrial-personal-computer pool includes a plurality of industrial-personal-computers; the I/O pool includes at least one I/O unit; the I/O control module is used to transmit target data between K industrial-personal-computers in the industrial-personal-computer pool and L I/O units in the I/O pool, K and L each being any integer greater than or equal to 1; and the I/O unit is used to transmit the target data or data obtained on the basis of the target data between the I/O control module and DUTs. The industrial-personal-computers in the industrial-personal-computer pool and the I/O unit in the I/O pool can be scaled out based on demand, such that the full utilization of resources, such as the industrial-personal-computers and the I/O unit, can be ensured.

Abstract: A method for relative localization is provided. The method includes obtaining key points from a point cloud obtained by a sender vehicle, obtaining road boundary coordinates from course map information, comparing the road boundary coordinates against the key points to generate matched road boundary points and to calibrate the key points, generating augmented key points by combining the matched road boundary points and calibrated key points of a receiver vehicle, registering the calibrated key points of the sender vehicle against the augmented key points to generate a transformation matrix, and transforming coordinates of the sender vehicle into a coordinate system of the receiver vehicle using the transformation matrix.

Abstract: Systems and methods are provided that implement two-stage three-dimensional (3D) object detection, which includes a distinct fusion of radar data and camera data. The radar data includes a four-dimensional (4D) millimeter-wave (MMW) radar point cloud, and the camera data includes a high-resolution image in the two-dimensional space (2D). Thereafter, a 3D ROI proposal is fused with 2D image data generating a 2D proposal projection. The 2D proposal projection comprises proposals that predict the position of objects in the high-resolution image. In some cases, proposals in the 2D proposal projection correspond to anchors in the 3D ROI proposal. Then, 2D object detection results are fused with the 3D ROI proposal to generate 3D object detection results. Two-stage 3D object detection allows vehicles to detect objects in a 3D space of the driving environment to navigate safely, avoid obstacles, and respond to dynamic changes in the surrounding environment while operating autonomously.

Abstract: A method for preparing a ultra-large-size silicon device with diamond-based heat dissipation includes: cleaning and drying a monocrystalline silicon wafer at room temperature; subjecting the wafer to seeding pretreatment process to deposit diamond nanocrystalline layer, then transferring the wafer into MPCVD equipment; evacuating the chamber, performing hydrogen purging, then performing re-evacuation; subsequently, introducing hydrogen gas and regulating pressure to 5-8 torr to initiate plasma ignition; increasing microwave power to 70-75 kW with rate of 4.5-5.5 kW/min, elevating pressure to 165-180 torr with rate of 10-30 torr/min, and increasing temperature to 900-950° C. with rate of 55-65° C.

Abstract: A method for growing ultra-large-size polycrystalline diamond film includes: S1: cleaning and drying a monocrystalline silicon wafer at room temperature; S2: subjecting the wafer to a seeding pretreatment process to deposit a diamond nanocrystalline layer across a silicon surface, then transferring the wafer into a MPCVD equipment; S3: evacuating the chamber, performing hydrogen purging, then performing re-evacuation; subsequently, introducing hydrogen gas and regulating a pressure to 5-8 torr to initiate plasma ignition; S4: increasing microwave power to 70-75 kW with a rate of 4.5-5.5 kW/min, elevating the pressure to 165-180 torr with a rate of 10-30 torr/min, and increasing temperature to 900-950° C. with a rate of 60° C./min; S5: introducing growth gases with predetermined flow rates; S6: upon completion of diamond growth, cooling to room temperature, followed by venting the chamber with nitrogen gas, thereby obtaining the ultra-large-size polycrystalline diamond film.

Abstract: Disclosed is a displacement inversion method for a deepwater riser structure, including the steps of: performing real-time collection and measurement of sparse discrete curvature data; acquiring continuous curvature data using an interpolation method; generating a continuous curve, and performing real-time partition on this curve to obtain lengths of infinitesimal segments; acquiring relative position information between a riser mid-section and a surface platform, deriving a lower segment's continuous curve equation through recursive progression from a bottom end toward the mid-section, while deriving an upper segment's continuous curve equation through recursive progression from the surface toward the mid-section, integrating the upper and lower segments to obtain a full-length continuous curve equation, and calculating y at any position x. The displacement inversion is achieved by relying on real-time monitored curvature data, demonstrating strong adaptability.

Abstract: Embodiments of processes for producing upgraded post-consumer recycled polyethylene (PCR PE) may include melt blending non-pelletized PCR PE with virgin polyethylene in an extruder to produce a PCR/virgin blend, and melt filtering the PCR/virgin blend to remove contaminants and produce the upgraded PCR PE.

Abstract: Systems, methods, and non-transitory computer readable media can be configured to perform operations comprising receiving, by a computing system, an incoming call; selecting, by the computing system, an application of a plurality of applications having calling functionality and installed on a computing device of a user to provide at least one of a notification of the incoming call or a notification of a missed call associated with the incoming call; and causing, by the computing system, the application to provide at least one of the notification of the incoming call or the notification of the missed call.